Learning mathematics of Machine Learning: bridging the gap

Image source: Glenfinnan Viaduct – aka "The Harry Potter Bridge" source Wikipedia – an apt analogy bridging the known to the unknown! In April this year, I posted about the seven books to grasp the mathematical foundations of data science which was one of my most popular posts ever. It demonstrated to me that there is a real need to understand the maths foundations behind Data Science. As part of my teaching at the University of Oxford(Data Science for Internet of Things), I have often encountered the same issue in working with participants. I am also personally interested in democratising AI knowledge, especially for the younger generation.